Reviewlens Fake Review De

Detects fake reviews on Amazon, Walmart, eBay & Etsy. AI signals + Reddit
cross-check. A–F trust grade. No signup. Works automatically.

🔍 WHAT IT DOES

ReviewLens automatically analyzes product reviews the moment you land on a
listing. No clicking, no copy-pasting URLs. A trust score and letter grade
(A–F) appear directly on the page so you can make smarter purchase decisions
in seconds.

It works on:
✔ Amazon (US, UK, CA, DE, FR, JP, AU)
✔ Walmart
✔ eBay (8 country storefronts)
✔ Etsy

🧠 HOW IT CATCHES FAKE REVIEWS

Most tools only look at the reviews on the retailer's own page — which is
exactly what fake review sellers game. ReviewLens uses two layers of analysis:

LAYER 1 — On-platform signals (4 detection methods):

• Rating Distribution — Genuine products follow a natural J-curve: lots of
5-stars, some 1-stars, few 2–3 stars. A wall of 5-stars with almost no
critical reviews is a classic manipulation pattern. We flag it.

• Review Velocity — A sudden spike of dozens of reviews in a single week
is statistically abnormal. Real products accumulate reviews gradually
over time.

• Unverified Purchase Ratio — Reviews from accounts that never bought the
product carry little credibility. A high proportion of unverified reviews
is a red flag.

• Generic Short Reviews — Incentivized review farms typically produce short,
vague, five-word reviews like "Great product! Love it!" with no specific
details. We measure this.

LAYER 2 — Reddit cross-referencing (our key differentiator):

No other review checker does this. We search Reddit for real discussions about
the product — outside the retailer's controlled environment — and analyse
community sentiment. Fake review operations cannot manipulate Reddit. If a
product has 4.8 stars on Amazon but Reddit users consistently describe it as
"garbage" or "fell apart after a week," that's a signal you won't get anywhere
else.

The Reddit search is targeted: we extract the brand name and key product terms,
quote the brand for exact matching, and filter out irrelevant posts using a
relevance scoring system. Only posts that actually discuss the product affect
your sentiment score.

📊 WHAT YOU SEE

• A–F Trust Grade with overall score (0–100)
• Review Authenticity score
• Reddit Sentiment score
• Star rating distribution histogram
• Specific flags with severity levels (high / medium / low)
• Top Reddit discussions with direct links
• Score explanation ledger — every point for and against, explained in plain
language

⚡ LIGHTWEIGHT & AUTOMATIC

Install once. From that point, every product page on Amazon, Walmart, eBay,
and Etsy is automatically analyzed in the background. The overlay appears
within seconds. You don't need to open the extension or do anything.

💡 WHY THIS MATTERS

Fake reviews cost consumers billions of dollars every year. The FTC estimated
that fake and misleading reviews influence $791 billion in US e-commerce
spending annually. Review manipulation is widespread, sophisticated, and
actively undermining your ability to make informed purchases.

ReviewLens gives you a second opinion that sellers cannot fake.